Cellular Actin Cytoskeleton Morphology Identification for Mechanical Characterization Using Deep Learning

Cellular Actin Cytoskeleton Morphology Identification for Mechanical Characterization Using Deep Learning

Actin cytoskeleton morphology is able to affect and reflect the cellular mechanical properties. However, due to the lack of efficient approaches to quantifying actin cytoskeleton and mechanical properties, the study of mechanotransduction dynamics is still laborious. In this paper, a model to charac...

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Bibliographic Details
Main Authors: Yi Liu, Juntao Zhang, Charuku Bharat, Juan Ren
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Actin cytoskeleton
classification
graph to vector embedding
machine learning
skip-gram model
Online Access:https://ieeexplore.ieee.org/document/9874811/

Internet

https://ieeexplore.ieee.org/document/9874811/

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